{"id":"W4363651465","doi":"10.3389/fped.2023.1149477","title":"Trajectory of hearing loss in children with unilateral hearing loss","year":2023,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Agricultural Research Institute of Ontario; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hearing loss; Audiology; Etiology; Population; Cohort; Logistic regression; Unilateral hearing loss; Hearing level; Cohort study; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005302773,0.000254983,0.0004037223,0.001131475,0.00007706463,0.00004348113,0.00049355,0.0001735107,0.000006340006],"category_scores_gemma":[0.0003578725,0.0002730173,0.00006191758,0.003038299,0.0001916737,0.000185549,0.0002420717,0.0006101506,0.00002016843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001870856,"about_ca_system_score_gemma":0.0002083897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001739151,"about_ca_topic_score_gemma":0.00004991541,"domain_scores_codex":[0.9973083,0.0001502215,0.0005401353,0.0006308098,0.0005623384,0.0008081689],"domain_scores_gemma":[0.9991198,0.0001043637,0.0001467992,0.0004566435,0.00003448486,0.0001379241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004280535,0.00006372016,0.9869463,0.00006242297,0.000003936001,0.0001003146,0.0008376251,0.009947168,0.0007052942,0.00003026632,0.0005221734,0.0007379127],"study_design_scores_gemma":[0.00115682,0.0001100474,0.989906,0.00004103244,0.00001595258,0.00003214067,0.0001223536,0.002913777,0.004896106,0.000246981,0.0001868371,0.0003719791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976122,0.0001367597,0.000654205,0.00006759205,0.0006773134,0.0003815443,0.00001638913,0.0001291584,0.0003247795],"genre_scores_gemma":[0.9958137,0.0005693307,0.003013374,0.00008461333,0.0001901754,0.00001328767,0.000006159486,0.00006755812,0.0002418017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007033391,"threshold_uncertainty_score":0.9999722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153487664932031,"score_gpt":0.2485842118924551,"score_spread":0.2270493352431348,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}